Somerville Lake. Somerville Lake is a U.S. Army Corps of Engineers reservoir on Yegua Creek in the Brazos River basin, 10 miles (16 km) northwest of Brenham, Texas, USA. The town of Somerville in Burleson County is adjacent to the reservoir (...)